{"name": "Differential Privacy", "package_name": "differential_privacy", "description": "Methods for anonymizing data for public distribution", "about": "This QGIS Processing provider plugin implements different methods for the\nanonymization of spatial data (typically point samples) with the goal of making\nthe data publicly available, while preserving the privacy of the individuals\nwhose information the dataset contains (see [3]).\nThe differential privacy algorithm is based on the algorithm outlined in [1]\nand implemented by Konstantinos Chatzikokolakis in the Location Guard\nbrowser extension [2]. The grid based masking system is discussed in [4].\nCredits\n[1] Andr\u00e9s, M.E., Bordenabe, N.E., Chatzikokolakis, K., and Palamidessi, P.\n2013. 'Geo-indistinguishability: Differential Privacy for Location-Based\nSystems', In the Proceedings of the 2013 ACM SIGSAC conference on Computer\nand Communications Security (CCS'13). New York, New York, USA: ACM Press,\npp. 901\u2013914.\n[2] https://github.com/chatziko/location-guard\n[3] Dwork, C. & Roth, A., 2014. The Algorithmic Foundations of Differential\nPrivacy. Foundations and Trends\u00ae in Theoretical Computer Science, 9(3-4),\npp.211\u2013407.\n[4] Seidl, D.E., Jankowski, P. & Tsou, M.-H., 2015. Privacy and spatial\npattern preservation in masked GPS trajectory data. International Journal of\nGeographical Information Science, 30(4), pp.785\u2013800.\nToucan by Lane F. Kinkade from the Noun Project\nhttps://thenounproject.com/term/toucan/166080", "homepage": "https://github.com/SpatialVision/differential_privacy", "repository": "https://github.com/SpatialVision/differential_privacy", "tracker": "https://github.com/SpatialVision/differential_privacy/issues", "author": "Henry Walshaw", "tags": ["point", "analysis", "statistics", "metadata"], "downloads": 4428, "latest_version": "0.5.1", "versions": [{"version": "0.5.1", "experimental": true, "qgis_min": "2.0.0", "qgis_max": "2.99.0", "downloads": 3251, "uploaded_by": "spatialvision", "upload_datetime": "2016-03-15T05:25:49.457685"}, {"version": "0.4.0", "experimental": true, "qgis_min": "2.0.0", "qgis_max": "2.99.0", "downloads": 1186, "uploaded_by": "spatialvision", "upload_datetime": "2015-11-04T17:08:09.038900"}]}